Pandas Profiling Report

Dataset statistics

Number of variables	43
Number of observations	8407
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	140
Duplicate rows (%)	1.7%
Total size in memory	2.8 MiB
Average record size in memory	344.0 B

Variable types

NUM	29
BOOL	12
CAT	2

Warnings

Dataset has 140 (1.7%) duplicate rows	Duplicates
`spectral_bandwidth` is highly correlated with `spectral_centroid` and 2 other fields	High correlation
`spectral_centroid` is highly correlated with `spectral_bandwidth` and 2 other fields	High correlation
`rolloff` is highly correlated with `spectral_centroid` and 1 other fields	High correlation
`mfcc2` is highly correlated with `spectral_centroid` and 1 other fields	High correlation

Reproduction

Analysis started	2021-01-25 16:09:01.506407
Analysis finished	2021-01-25 16:11:09.320675
Duration	2 minutes and 7.81 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

track id
Real number (ℝ_≥0)

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	171.1215654
Minimum	1
Maximum	400
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	1
5-th percentile	10
Q1	67
median	164
Q3	278
95-th percentile	367
Maximum	400
Range	399
Interquartile range (IQR)	211

Descriptive statistics

Standard deviation	116.888669
Coefficient of variation (CV)	0.6830738651
Kurtosis	-1.194801515
Mean	171.1215654
Median Absolute Deviation (MAD)	103
Skewness	0.2076949887
Sum	1438619
Variance	13662.96095
Monotocity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
207	59	0.7%
213	58	0.7%
211	58	0.7%
215	57	0.7%
313	57	0.7%
214	56	0.7%
28	54	0.6%
305	54	0.6%
212	53	0.6%
301	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	48	0.6%
2	47	0.6%
3	46	0.5%
4	42	0.5%
5	44	0.5%

Value	Count	Frequency (%)
400	12	0.1%
399	12	0.1%
398	11	0.1%
397	11	0.1%
396	12	0.1%

chroma_stft
Real number (ℝ_≥0)

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.3320728135
Minimum	0.131065579
Maximum	0.651562095
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	0.131065579
5-th percentile	0.202400888
Q1	0.252398014
median	0.320681853
Q3	0.384530322
95-th percentile	0.518786967
Maximum	0.651562095
Range	0.520496516
Interquartile range (IQR)	0.132132308

Descriptive statistics

Standard deviation	0.09790216551
Coefficient of variation (CV)	0.2948213811
Kurtosis	0.4676513933
Mean	0.3320728135
Median Absolute Deviation (MAD)	0.066065302
Skewness	0.8180729352
Sum	2791.736143
Variance	0.009584834012
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.357154561	59	0.7%
0.377456134	58	0.7%
0.563133346	58	0.7%
0.456667933	57	0.7%
0.435733402	57	0.7%
0.510946989	56	0.7%
0.358215297	54	0.6%
0.240023924	54	0.6%
0.338452905	53	0.6%
0.249869725	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.131065579	11	0.1%
0.168761123	48	0.6%
0.171826425	47	0.6%
0.172200452	11	0.1%
0.172577743	42	0.5%

Value	Count	Frequency (%)
0.651562095	11	0.1%
0.64860396	43	0.5%
0.638448128	11	0.1%
0.627465622	52	0.6%
0.619048499	11	0.1%

rmse
Real number (ℝ_≥0)

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1119484758
Minimum	0.008884791
Maximum	0.388479143
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	0.008884791
5-th percentile	0.036460917
Q1	0.069376014
median	0.096962743
Q3	0.152841747
95-th percentile	0.222650871
Maximum	0.388479143
Range	0.379594352
Interquartile range (IQR)	0.083465733

Descriptive statistics

Standard deviation	0.05892363139
Coefficient of variation (CV)	0.5263459908
Kurtosis	0.3298501939
Mean	0.1119484758
Median Absolute Deviation (MAD)	0.039452172
Skewness	0.7818508262
Sum	941.1508358
Variance	0.003471994337
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.089419737	59	0.7%
0.085645504	58	0.7%
0.137562752	58	0.7%
0.173365772	57	0.7%
0.238918126	57	0.7%
0.166039988	56	0.7%
0.062021226	54	0.6%
0.128702372	54	0.6%
0.125752598	53	0.6%
0.055274025	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.008884791	34	0.4%
0.014676493	11	0.1%
0.015015109	11	0.1%
0.023199948	12	0.1%
0.023987273	11	0.1%

Value	Count	Frequency (%)
0.388479143	11	0.1%
0.312063307	12	0.1%
0.298757076	11	0.1%
0.290628076	11	0.1%
0.286036581	12	0.1%

spectral_centroid
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1633.775355
Minimum	220.5175334
Maximum	5003.628895
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	220.5175334
5-th percentile	657.4932006
Q1	1193.23431
median	1583.463246
Q3	2071.232863
95-th percentile	2673.526665
Maximum	5003.628895
Range	4783.111362
Interquartile range (IQR)	877.998553

Descriptive statistics

Standard deviation	670.4557491
Coefficient of variation (CV)	0.4103720546
Kurtosis	1.31849026
Mean	1633.775355
Median Absolute Deviation (MAD)	445.415575
Skewness	0.6622766117
Sum	13735149.41
Variance	449510.9115
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1500.104723	59	0.7%
2664.406053	58	0.7%
1973.951164	58	0.7%
1691.344579	57	0.7%
2350.790073	57	0.7%
2903.091308	56	0.7%
2359.026441	54	0.6%
1225.412613	54	0.6%
1948.326057	53	0.6%
1633.742794	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
220.5175334	11	0.1%
241.1270829	11	0.1%
336.9025755	47	0.6%
375.8268005	18	0.2%
420.9826503	45	0.5%

Value	Count	Frequency (%)
5003.628895	11	0.1%
4774.049283	11	0.1%
4476.991335	11	0.1%
4310.932726	11	0.1%
3814.059751	11	0.1%

spectral_bandwidth
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1870.034743
Minimum	397.6704363
Maximum	3324.158021
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	397.6704363
5-th percentile	818.1108725
Q1	1501.505926
median	1960.353865
Q3	2301.536024
95-th percentile	2742.506803
Maximum	3324.158021
Range	2926.487585
Interquartile range (IQR)	800.030098

Descriptive statistics

Standard deviation	583.2080971
Coefficient of variation (CV)	0.3118701934
Kurtosis	-0.4502479169
Mean	1870.034743
Median Absolute Deviation (MAD)	382.670997
Skewness	-0.3422781589
Sum	15721382.09
Variance	340131.6845
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1801.517302	59	0.7%
2243.408454	58	0.7%
2529.936165	58	0.7%
1961.494601	57	0.7%
2444.087236	57	0.7%
3005.490622	56	0.7%
1467.524739	54	0.6%
2680.9952	54	0.6%
2169.370048	53	0.6%
1844.686538	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
397.6704363	11	0.1%
443.3136615	11	0.1%
517.6532172	45	0.5%
540.5890198	47	0.6%
624.345392	11	0.1%

Value	Count	Frequency (%)
3324.158021	11	0.1%
3064.003952	16	0.2%
3035.467014	11	0.1%
3005.927693	11	0.1%
3005.490622	56	0.7%

rolloff
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3303.025785
Minimum	384.8310063
Maximum	8246.958465
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	384.8310063
5-th percentile	931.5777002
Q1	2170.553542
median	3219.938863
Q3	4426.156569
95-th percentile	5934.839113
Maximum	8246.958465
Range	7862.127459
Interquartile range (IQR)	2255.603027

Descriptive statistics

Standard deviation	1543.208267
Coefficient of variation (CV)	0.4672104815
Kurtosis	-0.4491793481
Mean	3303.025785
Median Absolute Deviation (MAD)	1166.067949
Skewness	0.3231644028
Sum	27768537.77
Variance	2381491.756
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2772.299903	59	0.7%
4289.099064	58	0.7%
5269.42647	58	0.7%
5016.919663	57	0.7%
3501.212162	57	0.7%
6614.560003	56	0.7%
5453.400357	54	0.6%
2323.702616	54	0.6%
3471.820673	53	0.6%
3443.537511	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
384.8310063	11	0.1%
428.8057404	11	0.1%
531.8051176	47	0.6%
610.8796394	18	0.2%
617.7462646	45	0.5%

Value	Count	Frequency (%)
8246.958465	11	0.1%
8067.992881	11	0.1%
7725.828283	11	0.1%
7483.846413	11	0.1%
7290.689248	11	0.1%

zero_crossing_rate
Real number (ℝ_≥0)

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.07542492657
Minimum	0.006238813
Maximum	0.439137934
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	0.006238813
5-th percentile	0.033509246
Q1	0.050499695
median	0.069261864
Q3	0.092628314
95-th percentile	0.129038524
Maximum	0.439137934
Range	0.432899121
Interquartile range (IQR)	0.042128619

Descriptive statistics

Standard deviation	0.03711966053
Coefficient of variation (CV)	0.4921404928
Kurtosis	18.0983568
Mean	0.07542492657
Median Absolute Deviation (MAD)	0.01984115
Skewness	2.809101154
Sum	634.0973577
Variance	0.001377869198
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.079467396	59	0.7%
0.09937506	58	0.7%
0.076383136	58	0.7%
0.058226027	57	0.7%
0.109681876	57	0.7%
0.119330722	56	0.7%
0.067118264	54	0.6%
0.086016109	54	0.6%
0.092657036	53	0.6%
0.061326538	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0.006238813	11	0.1%
0.012461754	11	0.1%
0.018880082	11	0.1%
0.020756488	47	0.6%
0.021945823	12	0.1%

Value	Count	Frequency (%)
0.439137934	11	0.1%
0.325030536	11	0.1%
0.313381703	11	0.1%
0.298353071	11	0.1%
0.227741253	11	0.1%

mfcc1
Real number (ℝ)

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-212.0430313
Minimum	-549.1138186
Maximum	11.60845795
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	-549.1138186
5-th percentile	-387.8885956
Q1	-272.4246858
median	-211.001909
Q3	-142.0031341
95-th percentile	-60.16845704
Maximum	11.60845795
Range	560.7222766
Interquartile range (IQR)	130.4215517

Descriptive statistics

Standard deviation	96.61839551
Coefficient of variation (CV)	-0.4556546609
Kurtosis	-0.001719306145
Mean	-212.0430313
Median Absolute Deviation (MAD)	65.9473254
Skewness	-0.3094768339
Sum	-1782645.764
Variance	9335.114351
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-259.7191871	59	0.7%
-267.5550404	58	0.7%
-172.9320355	58	0.7%
-16.15348153	57	0.7%
-240.5056885	57	0.7%
-166.0852609	56	0.7%
-266.9695507	54	0.6%
-115.20667	54	0.6%
-138.0008708	53	0.6%
-211.001909	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-549.1138186	34	0.4%
-517.4613701	11	0.1%
-447.63941	11	0.1%
-445.497363	11	0.1%
-444.8969441	45	0.5%

Value	Count	Frequency (%)
11.60845795	12	0.1%
-5.324288073	11	0.1%
-10.12145276	12	0.1%
-13.85163317	14	0.2%
-14.25135518	12	0.1%

mfcc2
Real number (ℝ)

HIGH CORRELATION

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	125.0684665
Minimum	-19.91234163
Maximum	256.2455635
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	-19.91234163
5-th percentile	67.42686922
Q1	96.66639935
median	117.6578161
Q3	146.0532993
95-th percentile	206.9946744
Maximum	256.2455635
Range	276.1579051
Interquartile range (IQR)	49.38689995

Descriptive statistics

Standard deviation	40.84872625
Coefficient of variation (CV)	0.3266109148
Kurtosis	0.1552225482
Mean	125.0684665
Median Absolute Deviation (MAD)	25.1243749
Skewness	0.4026454472
Sum	1051450.598
Variance	1668.618436
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
114.6392657	59	0.7%
64.7017349	58	0.7%
106.2050787	58	0.7%
108.6288639	57	0.7%
96.66639935	57	0.7%
53.75527489	56	0.7%
148.7932553	54	0.6%
85.63881467	54	0.6%
92.91334154	53	0.6%
117.6578161	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-19.91234163	11	0.1%
-3.043601078	11	0.1%
2.050836773	11	0.1%
12.11351806	11	0.1%
34.17860494	11	0.1%

Value	Count	Frequency (%)
256.2455635	11	0.1%
223.946126	44	0.5%
223.694794	47	0.6%
223.6438782	17	0.2%
222.8322752	17	0.2%

mfcc3
Real number (ℝ)

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.894032594
Minimum	-78.23453769
Maximum	85.59430413
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	-78.23453769
5-th percentile	-38.50164454
Q1	-13.12254598
median	3.202879137
Q3	19.52772652
95-th percentile	41.54300565
Maximum	85.59430413
Range	163.8288418
Interquartile range (IQR)	32.6502725

Descriptive statistics

Standard deviation	24.44093198
Coefficient of variation (CV)	8.445285663
Kurtosis	0.791377255
Mean	2.894032594
Median Absolute Deviation (MAD)	16.32484738
Skewness	-0.002469110812
Sum	24330.13202
Variance	597.3591558
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.151231551	59	0.7%
40.63544893	58	0.7%
8.50103478	58	0.7%
14.28093454	57	0.7%
-6.43474004	57	0.7%
45.20433338	56	0.7%
-16.43100918	54	0.6%
14.20739926	54	0.6%
-58.01303058	53	0.6%
3.446029554	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-78.23453769	11	0.1%
-78.22060746	11	0.1%
-71.77469537	11	0.1%
-62.89077301	12	0.1%
-62.57949227	11	0.1%

Value	Count	Frequency (%)
85.59430413	18	0.2%
78.79453563	11	0.1%
77.01089455	11	0.1%
74.95725932	45	0.5%
71.69456922	47	0.6%

mfcc4
Real number (ℝ)

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	21.74924248
Minimum	-42.22863404
Maximum	66.51652812
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	-42.22863404
5-th percentile	-10.94252635
Q1	14.53213546
median	23.99542179
Q3	32.67603728
95-th percentile	43.45334901
Maximum	66.51652812
Range	108.7451622
Interquartile range (IQR)	18.14390182

Descriptive statistics

Standard deviation	16.01959247
Coefficient of variation (CV)	0.7365586402
Kurtosis	0.654667166
Mean	21.74924248
Median Absolute Deviation (MAD)	9.10682389
Skewness	-0.7095980302
Sum	182845.8815
Variance	256.6273428
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
16.15470839	59	0.7%
18.630457	58	0.7%
33.32867622	58	0.7%
11.84731792	57	0.7%
21.91341674	57	0.7%
25.63024395	56	0.7%
24.25550409	54	0.6%
32.50506716	54	0.6%
-13.87553224	53	0.6%
26.6937635	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-42.22863404	11	0.1%
-33.46941917	11	0.1%
-32.88671131	11	0.1%
-30.15181049	11	0.1%
-25.95460931	11	0.1%

Value	Count	Frequency (%)
66.51652812	12	0.1%
64.23796622	11	0.1%
56.2013747	46	0.5%
53.75046593	16	0.2%
52.70070998	11	0.1%

mfcc5
Real number (ℝ)

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.586468354
Minimum	-35.17437912
Maximum	38.94361123
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	-35.17437912
5-th percentile	-18.46480528
Q1	-4.615903125
median	4.870842819
Q3	10.30703621
95-th percentile	19.10387366
Maximum	38.94361123
Range	74.11799035
Interquartile range (IQR)	14.92293933

Descriptive statistics

Standard deviation	11.82520991
Coefficient of variation (CV)	4.571952288
Kurtosis	0.2627247202
Mean	2.586468354
Median Absolute Deviation (MAD)	7.585090907
Skewness	-0.4777063588
Sum	21744.43945
Variance	139.8355893
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.456078094	59	0.7%
15.60538677	58	0.7%
7.827650324	58	0.7%
0.919614741	57	0.7%
2.762284699	57	0.7%
17.71845428	56	0.7%
11.14078334	54	0.6%
-5.690888892	54	0.6%
5.767867359	53	0.6%
-30.06441665	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-35.17437912	11	0.1%
-33.71262703	11	0.1%
-33.70048734	11	0.1%
-30.88252158	44	0.5%
-30.06441665	53	0.6%

Value	Count	Frequency (%)
38.94361123	11	0.1%
35.31714409	11	0.1%
30.1569647	14	0.2%
29.30641104	12	0.1%
28.64795455	12	0.1%

mfcc6
Real number (ℝ)

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.436365675
Minimum	-40.26711302
Maximum	41.70523525
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	-40.26711302
5-th percentile	-12.86254455
Q1	-3.209310341
median	4.365944283
Q3	11.67878295
95-th percentile	22.38251252
Maximum	41.70523525
Range	81.97234827
Interquartile range (IQR)	14.88809329

Descriptive statistics

Standard deviation	11.23237374
Coefficient of variation (CV)	2.531886359
Kurtosis	0.6767756715
Mean	4.436365675
Median Absolute Deviation (MAD)	7.37438722
Skewness	-0.04877048906
Sum	37296.52623
Variance	126.1662197
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.602001126	59	0.7%
13.15341338	58	0.7%
23.51662833	58	0.7%
11.06095468	57	0.7%
13.18483823	57	0.7%
24.37947541	56	0.7%
-3.78637893	54	0.6%
8.983210081	54	0.6%
4.165205492	53	0.6%
-12.86254455	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-40.26711302	11	0.1%
-32.19980564	12	0.1%
-31.0587834	11	0.1%
-24.13545743	18	0.2%
-22.87508338	12	0.1%

Value	Count	Frequency (%)
41.70523525	48	0.6%
40.78608206	12	0.1%
34.29490307	11	0.1%
33.21072368	11	0.1%
31.16058548	11	0.1%

mfcc7
Real number (ℝ)

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-3.352144989
Minimum	-35.26646439
Maximum	30.50137456
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	-35.26646439
5-th percentile	-18.04114454
Q1	-8.781980214
median	-2.96510045
Q3	1.819418688
95-th percentile	10.91716305
Maximum	30.50137456
Range	65.76783895
Interquartile range (IQR)	10.6013989

Descriptive statistics

Standard deviation	8.639193778
Coefficient of variation (CV)	-2.577213637
Kurtosis	0.5183171181
Mean	-3.352144989
Median Absolute Deviation (MAD)	5.292202463
Skewness	-0.194954712
Sum	-28181.48292
Variance	74.63566914
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.861731175	59	0.7%
3.515980577	58	0.7%
3.269657671	58	0.7%
-3.780565184	57	0.7%
10.91716305	57	0.7%
8.593491234	56	0.7%
-4.45740051	54	0.6%
-1.037314997	54	0.6%
-3.924217998	53	0.6%
-20.65560058	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-35.26646439	11	0.1%
-30.86582808	11	0.1%
-28.8783602	39	0.5%
-27.68594151	11	0.1%
-23.40284882	11	0.1%

Value	Count	Frequency (%)
30.50137456	11	0.1%
21.55733961	12	0.1%
19.32523912	11	0.1%
17.75416253	11	0.1%
17.28046777	11	0.1%

mfcc8
Real number (ℝ)

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.5858509159
Minimum	-35.71785303
Maximum	27.94610759
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	-35.71785303
5-th percentile	-14.36131563
Q1	-6.007229026
median	1.097832078
Q3	7.398336675
95-th percentile	14.2891775
Maximum	27.94610759
Range	63.66396062
Interquartile range (IQR)	13.4055657

Descriptive statistics

Standard deviation	8.967380576
Coefficient of variation (CV)	15.30659137
Kurtosis	0.4748936185
Mean	0.5858509159
Median Absolute Deviation (MAD)	6.343413218
Skewness	-0.3627155712
Sum	4925.24865
Variance	80.4139144
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.954621389	59	0.7%
3.962391254	58	0.7%
13.90987774	58	0.7%
16.49617687	57	0.7%
7.398336675	57	0.7%
9.11588874	56	0.7%
-1.839355449	54	0.6%
4.301743926	54	0.6%
-4.341727314	53	0.6%
1.08784119	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-35.71785303	39	0.5%
-25.35797396	11	0.1%
-24.85647717	11	0.1%
-18.70121001	34	0.4%
-17.8262942	17	0.2%

Value	Count	Frequency (%)
27.94610759	11	0.1%
24.6023313	11	0.1%
23.16331464	11	0.1%
23.0982958	11	0.1%
22.5023871	11	0.1%

mfcc9
Real number (ℝ)

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-5.021012146
Minimum	-37.74262518
Maximum	16.29853936
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	-37.74262518
5-th percentile	-16.23769707
Q1	-10.42905823
median	-4.999970562
Q3	0.16995891
95-th percentile	7.368118616
Maximum	16.29853936
Range	54.04116454
Interquartile range (IQR)	10.59901714

Descriptive statistics

Standard deviation	7.666073082
Coefficient of variation (CV)	-1.526798355
Kurtosis	0.5972713684
Mean	-5.021012146
Median Absolute Deviation (MAD)	5.390127638
Skewness	-0.1976372049
Sum	-42211.64911
Variance	58.7686765
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.044942995	59	0.7%
5.098669454	58	0.7%
4.495104304	58	0.7%
13.18917384	57	0.7%
-8.344068227	57	0.7%
1.964821671	56	0.7%
-7.147409187	54	0.6%
-1.23594967	54	0.6%
-16.98345161	53	0.6%
-15.28066836	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-37.74262518	39	0.5%
-26.29492348	11	0.1%
-23.04481997	11	0.1%
-20.61379285	11	0.1%
-19.45243713	46	0.5%

Value	Count	Frequency (%)
16.29853936	11	0.1%
13.18917384	57	0.7%
12.24549676	11	0.1%
12.1728761	11	0.1%
11.52800733	11	0.1%

mfcc10
Real number (ℝ)

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.05483132592
Minimum	-25.01352666
Maximum	20.49637447
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	-25.01352666
5-th percentile	-11.94397109
Q1	-5.300473692
median	0.439305478
Q3	5.459068603
95-th percentile	11.30372799
Maximum	20.49637447
Range	45.50990113
Interquartile range (IQR)	10.75954229

Descriptive statistics

Standard deviation	7.483575001
Coefficient of variation (CV)	136.483568
Kurtosis	-0.2833281189
Mean	0.05483132592
Median Absolute Deviation (MAD)	5.384365872
Skewness	-0.2510821599
Sum	460.966957
Variance	56.0038948
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
10.48167909	59	0.7%
6.987991062	58	0.7%
5.423419573	58	0.7%
9.17279198	57	0.7%
12.45714802	57	0.7%
6.676166908	56	0.7%
-0.810401653	54	0.6%
5.488771687	54	0.6%
-2.930311182	53	0.6%
-4.945060394	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-25.01352666	11	0.1%
-21.12800978	39	0.5%
-20.68610609	11	0.1%
-18.72066782	11	0.1%
-18.36554399	11	0.1%

Value	Count	Frequency (%)
20.49637447	11	0.1%
20.38067946	11	0.1%
18.34807349	11	0.1%
17.90740456	11	0.1%
15.8936592	17	0.2%

mfcc11
Real number (ℝ)

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-4.768091463
Minimum	-29.99808752
Maximum	18.99037283
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	-29.99808752
5-th percentile	-15.51163615
Q1	-8.857215859
median	-4.804663998
Q3	-0.878303159
95-th percentile	5.900678317
Maximum	18.99037283
Range	48.98846035
Interquartile range (IQR)	7.9789127

Descriptive statistics

Standard deviation	6.802658696
Coefficient of variation (CV)	-1.426704741
Kurtosis	1.190056819
Mean	-4.768091463
Median Absolute Deviation (MAD)	4.052551861
Skewness	0.1900620454
Sum	-40085.34493
Variance	46.27616533
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.863647053	59	0.7%
4.895819107	58	0.7%
-1.225161803	58	0.7%
-4.488042149	57	0.7%
7.880848554	57	0.7%
-5.379674093	56	0.7%
-5.946497043	54	0.6%
-6.014533428	54	0.6%
-11.71361593	53	0.6%
-8.149920533	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-29.99808752	11	0.1%
-25.80836039	11	0.1%
-25.25837218	11	0.1%
-21.55178856	46	0.5%
-20.93541254	41	0.5%

Value	Count	Frequency (%)
18.99037283	44	0.5%
17.54977579	50	0.6%
17.08017697	11	0.1%
13.2682797	11	0.1%
12.40856953	11	0.1%

mfcc12
Real number (ℝ)

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.2472241161
Minimum	-27.07795638
Maximum	21.64473085
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	-27.07795638
5-th percentile	-10.34380531
Q1	-4.009960662
median	0.440839637
Q3	4.519424316
95-th percentile	9.461280295
Maximum	21.64473085
Range	48.72268723
Interquartile range (IQR)	8.529384978

Descriptive statistics

Standard deviation	6.114519716
Coefficient of variation (CV)	24.73269927
Kurtosis	0.3957243185
Mean	0.2472241161
Median Absolute Deviation (MAD)	4.347092707
Skewness	-0.1637628079
Sum	2078.413144
Variance	37.38735136
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-5.797546577	59	0.7%
-1.966914683	58	0.7%
7.2289454	58	0.7%
4.202109352	57	0.7%
7.001839948	57	0.7%
11.03467617	56	0.7%
-7.179251764	54	0.6%
-0.202812788	54	0.6%
-2.177711236	53	0.6%
2.139705369	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-27.07795638	11	0.1%
-18.64349213	17	0.2%
-16.1571576	13	0.2%
-14.54411429	14	0.2%
-14.29643849	11	0.1%

Value	Count	Frequency (%)
21.64473085	11	0.1%
15.79891146	50	0.6%
15.61388042	48	0.6%
14.42085552	11	0.1%
13.8110063	11	0.1%

mfcc13
Real number (ℝ)

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-4.504352587
Minimum	-28.15263854
Maximum	23.50136202
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	-28.15263854
5-th percentile	-13.5573558
Q1	-7.813187948
median	-4.449395152
Q3	-0.923799209
95-th percentile	3.871392806
Maximum	23.50136202
Range	51.65400056
Interquartile range (IQR)	6.889388739

Descriptive statistics

Standard deviation	5.826853084
Coefficient of variation (CV)	-1.293605012
Kurtosis	2.789539314
Mean	-4.504352587
Median Absolute Deviation (MAD)	3.430267611
Skewness	0.2599526021
Sum	-37868.0922
Variance	33.95221687
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-12.75343963	59	0.7%
-4.079028063	58	0.7%
-0.923799209	58	0.7%
-0.592883003	57	0.7%
2.437660005	57	0.7%
-3.253912356	56	0.7%
-7.136479757	54	0.6%
-9.178371567	54	0.6%
-10.84859242	53	0.6%
-7.813187948	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-28.15263854	11	0.1%
-24.1563482	41	0.5%
-21.41911518	27	0.3%
-17.30866338	47	0.6%
-17.30858485	13	0.2%

Value	Count	Frequency (%)
23.50136202	44	0.5%
17.22598262	11	0.1%
8.038865323	11	0.1%
7.400988943	50	0.6%
7.300030958	11	0.1%

mfcc14
Real number (ℝ)

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-0.854685736
Minimum	-18.75473535
Maximum	24.63597032
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	-18.75473535
5-th percentile	-8.811655427
Q1	-4.269809102
median	-1.05241185
Q3	2.540443488
95-th percentile	7.349084353
Maximum	24.63597032
Range	43.39070567
Interquartile range (IQR)	6.81025259

Descriptive statistics

Standard deviation	5.440874346
Coefficient of variation (CV)	-6.365935592
Kurtosis	2.487319317
Mean	-0.854685736
Median Absolute Deviation (MAD)	3.454939502
Skewness	0.458235392
Sum	-7185.342982
Variance	29.60311365
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-1.05241185	59	0.7%
3.738409868	58	0.7%
4.870607045	58	0.7%
-1.166870658	57	0.7%
7.349084353	57	0.7%
10.8864142	56	0.7%
-1.146667936	54	0.6%
-5.803985716	54	0.6%
-8.164956194	53	0.6%
-5.849916479	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-18.75473535	27	0.3%
-16.97680019	17	0.2%
-14.88547216	17	0.2%
-14.62488594	11	0.1%
-13.90478565	11	0.1%

Value	Count	Frequency (%)
24.63597032	44	0.5%
19.69757791	11	0.1%
18.31768956	18	0.2%
11.34651048	43	0.5%
10.8864142	56	0.7%

mfcc15
Real number (ℝ)

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-4.207473629
Minimum	-20.23173116
Maximum	15.19780047
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	-20.23173116
5-th percentile	-12.09594247
Q1	-7.64861252
median	-4.215998357
Q3	-0.91833818
95-th percentile	3.751329941
Maximum	15.19780047
Range	35.42953163
Interquartile range (IQR)	6.73027434

Descriptive statistics

Standard deviation	4.880004101
Coefficient of variation (CV)	-1.159841874
Kurtosis	0.385468016
Mean	-4.207473629
Median Absolute Deviation (MAD)	3.31624988
Skewness	0.1112733688
Sum	-35372.2308
Variance	23.81444002
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.810517185	59	0.7%
3.23154168	58	0.7%
4.296847859	58	0.7%
-6.697116106	57	0.7%
4.17247155	57	0.7%
1.772207073	56	0.7%
-2.342108341	54	0.6%
-0.91833818	54	0.6%
-13.09181591	53	0.6%
-11.60972274	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-20.23173116	13	0.2%
-18.9867704	12	0.1%
-18.28723575	27	0.3%
-17.69978767	11	0.1%
-15.44765704	11	0.1%

Value	Count	Frequency (%)
15.19780047	11	0.1%
12.90119568	18	0.2%
8.828740394	11	0.1%
8.362688981	11	0.1%
8.335762564	43	0.5%

mfcc16
Real number (ℝ)

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-0.2558953935
Minimum	-13.36024187
Maximum	15.0052489
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	-13.36024187
5-th percentile	-8.556354272
Q1	-2.940045323
median	-0.058743593
Q3	2.720032411
95-th percentile	7.765284419
Maximum	15.0052489
Range	28.36549077
Interquartile range (IQR)	5.660077734

Descriptive statistics

Standard deviation	4.664917794
Coefficient of variation (CV)	-18.22978417
Kurtosis	0.2432563019
Mean	-0.2558953935
Median Absolute Deviation (MAD)	2.798817553
Skewness	-0.1046358789
Sum	-2151.312573
Variance	21.76145803
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4.042779477	59	0.7%
1.158187957	58	0.7%
4.46093755	58	0.7%
5.7697003	57	0.7%
-0.848058983	57	0.7%
7.65192777	56	0.7%
7.891283196	54	0.6%
-0.618799162	54	0.6%
-11.93417067	53	0.6%
2.73820604	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-13.36024187	14	0.2%
-12.94903411	14	0.2%
-12.64506879	25	0.3%
-12.60664653	12	0.1%
-12.00787851	11	0.1%

Value	Count	Frequency (%)
15.0052489	11	0.1%
14.8539625	11	0.1%
11.29075844	43	0.5%
11.22804404	11	0.1%
10.20765163	18	0.2%

mfcc17
Real number (ℝ)

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-3.492740059
Minimum	-16.80194034
Maximum	18.90582476
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	-16.80194034
5-th percentile	-10.56227748
Q1	-6.63134179
median	-3.709935481
Q3	-0.343845431
95-th percentile	4.069035946
Maximum	18.90582476
Range	35.7077651
Interquartile range (IQR)	6.287496359

Descriptive statistics

Standard deviation	4.677208835
Coefficient of variation (CV)	-1.339123083
Kurtosis	0.5501187339
Mean	-3.492740059
Median Absolute Deviation (MAD)	3.090429119
Skewness	0.1492876124
Sum	-29363.46567
Variance	21.87628249
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
7.983472203	59	0.7%
-1.749327303	58	0.7%
2.072591139	58	0.7%
2.264710256	57	0.7%
-3.818842681	57	0.7%
-0.981145121	56	0.7%
7.579783595	54	0.6%
-8.343010458	54	0.6%
-10.09803655	53	0.6%
0.056712099	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-16.80194034	11	0.1%
-16.41316391	12	0.1%
-16.02114124	38	0.5%
-15.50123009	14	0.2%
-14.73350481	48	0.6%

Value	Count	Frequency (%)
18.90582476	11	0.1%
9.334366793	11	0.1%
8.179263351	12	0.1%
7.983472203	59	0.7%
7.664959603	47	0.6%

mfcc18
Real number (ℝ)

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.1988363009
Minimum	-12.88205361
Maximum	19.0849298
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	-12.88205361
5-th percentile	-7.035889159
Q1	-2.27681246
median	0.239443688
Q3	2.793114947
95-th percentile	6.361802186
Maximum	19.0849298
Range	31.96698341
Interquartile range (IQR)	5.069927407

Descriptive statistics

Standard deviation	4.306967738
Coefficient of variation (CV)	21.66087238
Kurtosis	1.971208549
Mean	0.1988363009
Median Absolute Deviation (MAD)	2.524914624
Skewness	0.1097056856
Sum	1671.616781
Variance	18.5499711
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
9.836364541	59	0.7%
2.19741644	58	0.7%
4.829120175	58	0.7%
1.958141334	57	0.7%
2.968017128	57	0.7%
2.099310136	56	0.7%
-0.34422046	54	0.6%
0.142517382	54	0.6%
6.361802186	53	0.6%
3.742651859	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-12.88205361	11	0.1%
-12.27323074	46	0.5%
-12.22091857	48	0.6%
-12.03159208	12	0.1%
-11.46964503	14	0.2%

Value	Count	Frequency (%)
19.0849298	46	0.5%
11.22727802	43	0.5%
10.53506173	11	0.1%
9.836364541	59	0.7%
9.246099254	11	0.1%

mfcc19
Real number (ℝ)

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-3.490743823
Minimum	-17.02001053
Maximum	10.815817
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	-17.02001053
5-th percentile	-10.84465424
Q1	-6.149446856
median	-3.665158504
Q3	-0.570836023
95-th percentile	3.618460355
Maximum	10.815817
Range	27.83582753
Interquartile range (IQR)	5.578610833

Descriptive statistics

Standard deviation	4.489055955
Coefficient of variation (CV)	-1.285988369
Kurtosis	0.5967314287
Mean	-3.490743823
Median Absolute Deviation (MAD)	2.766556608
Skewness	-0.02460902442
Sum	-29346.68332
Variance	20.15162337
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-5.415726557	59	0.7%
-4.502400599	58	0.7%
-4.169760612	58	0.7%
-3.42484733	57	0.7%
-1.081085242	57	0.7%
-6.49651267	56	0.7%
-4.068919763	54	0.6%
-5.224669326	54	0.6%
-5.853939015	53	0.6%
2.466716082	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-17.02001053	52	0.6%
-16.68866692	14	0.2%
-15.85741242	11	0.1%
-15.24197943	19	0.2%
-14.43762538	51	0.6%

Value	Count	Frequency (%)
10.815817	39	0.5%
9.120406967	11	0.1%
8.444821046	11	0.1%
8.025336683	46	0.5%
6.53802717	11	0.1%

mfcc20
Real number (ℝ)

Distinct	400
Distinct (%)	4.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-0.5562658729
Minimum	-15.09851319
Maximum	12.60606593
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	-15.09851319
5-th percentile	-6.91631118
Q1	-3.07031279
median	-0.551742457
Q3	1.934935281
95-th percentile	5.89175943
Maximum	12.60606593
Range	27.70457912
Interquartile range (IQR)	5.005248071

Descriptive statistics

Standard deviation	4.127595953
Coefficient of variation (CV)	-7.42018548
Kurtosis	0.7240600728
Mean	-0.5562658729
Median Absolute Deviation (MAD)	2.486677738
Skewness	-0.1821588587
Sum	-4676.527193
Variance	17.03704835
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-6.596311622	59	0.7%
5.89175943	58	0.7%
-0.861191295	58	0.7%
0.226104899	57	0.7%
1.640606796	57	0.7%
-0.697553787	56	0.7%
-1.199396985	54	0.6%
1.934935281	54	0.6%
-2.276243867	53	0.6%
1.863520022	53	0.6%
Other values (390)	7848	93.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-15.09851319	38	0.5%
-13.19808521	11	0.1%
-12.63243282	13	0.2%
-12.43184582	12	0.1%
-11.63315329	11	0.1%

Value	Count	Frequency (%)
12.60606593	19	0.2%
12.38353262	11	0.1%
11.49125303	11	0.1%
10.54280547	17	0.2%
9.296806103	18	0.2%

genre
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

classical	2688
rock	2038
pop	1855
electronic	1826

Frequencies
Length

Value	Count	Frequency (%)
classical	2688	32.0%
rock	2038	24.2%
pop	1855	22.1%
electronic	1826	21.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	10
Median length	9
Mean length	6.681218033
Min length	3

amazement
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

0	7288
1	1119

Common Values
Chart

Value	Count	Frequency (%)
0	7288	86.7%
1	1119	13.3%

solemnity
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

0	6735
1	1672

Common Values
Chart

Value	Count	Frequency (%)
0	6735	80.1%
1	1672	19.9%

tenderness
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

0	6856
1	1551

Common Values
Chart

Value	Count	Frequency (%)
0	6856	81.6%
1	1551	18.4%

nostalgia
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

0	6236
1	2171

Common Values
Chart

Value	Count	Frequency (%)
0	6236	74.2%
1	2171	25.8%

calmness
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

0	5846
1	2561

Common Values
Chart

Value	Count	Frequency (%)
0	5846	69.5%
1	2561	30.5%

power
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

0	6876
1	1531

Common Values
Chart

Value	Count	Frequency (%)
0	6876	81.8%
1	1531	18.2%

joyful_activation
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

0	6262
1	2145

Common Values
Chart

Value	Count	Frequency (%)
0	6262	74.5%
1	2145	25.5%

tension
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

0	6517
1	1890

Common Values
Chart

Value	Count	Frequency (%)
0	6517	77.5%
1	1890	22.5%

sadness
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

0	6863
1	1544

Common Values
Chart

Value	Count	Frequency (%)
0	6863	81.6%
1	1544	18.4%

mood
Real number (ℝ_≥0)

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.493874152
Minimum	1
Maximum	5
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	3
median	4
Q3	4
95-th percentile	5
Maximum	5
Range	4
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	0.9911237346
Coefficient of variation (CV)	0.2836747093
Kurtosis	-0.03389417403
Mean	3.493874152
Median Absolute Deviation (MAD)	1
Skewness	-0.4714044287
Sum	29373
Variance	0.9823262573
Monotocity	Not monotonic

Histogram with fixed size bins (bins=5)

Value	Count	Frequency (%)
4	3239	38.5%
3	2776	33.0%
5	1216	14.5%
2	833	9.9%
1	343	4.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	343	4.1%
2	833	9.9%
3	2776	33.0%
4	3239	38.5%
5	1216	14.5%

Value	Count	Frequency (%)
5	1216	14.5%
4	3239	38.5%
3	2776	33.0%
2	833	9.9%
1	343	4.1%

liked
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

0	5116
1	3291

Common Values
Chart

Value	Count	Frequency (%)
0	5116	60.9%
1	3291	39.1%

disliked
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

0	6650
1	1757

Common Values
Chart

Value	Count	Frequency (%)
0	6650	79.1%
1	1757	20.9%

age
Real number (ℝ_≥0)

Distinct	66
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	31.85060069
Minimum	5
Maximum	99
Zeros	0
Zeros (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	5
5-th percentile	17
Q1	23
median	28
Q3	37
95-th percentile	58
Maximum	99
Range	94
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	12.45780103
Coefficient of variation (CV)	0.3911323729
Kurtosis	1.55645912
Mean	31.85060069
Median Absolute Deviation (MAD)	6
Skewness	1.240491339
Sum	267768
Variance	155.1968064
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25	718	8.5%
26	510	6.1%
23	465	5.5%
33	435	5.2%
27	323	3.8%
31	318	3.8%
29	317	3.8%
30	309	3.7%
21	306	3.6%
24	277	3.3%
Other values (56)	4429	52.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
5	2	< 0.1%
10	1	< 0.1%
11	21	0.2%
12	10	0.1%
13	3	< 0.1%

Value	Count	Frequency (%)
99	10	0.1%
82	2	< 0.1%
74	35	0.4%
73	10	0.1%
70	10	0.1%

gender
Boolean

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

0	4572
1	3835

Common Values
Chart

Value	Count	Frequency (%)
0	4572	54.4%
1	3835	45.6%

mother tongue
Categorical

Distinct	40
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

English	2606
Russian	1960
Dutch	1759
German	349
French	232
Other values (35)	1501

Frequencies
Length

Common Values
Overview

Value	Count	Frequency (%)
English	2606	31.0%
Russian	1960	23.3%
Dutch	1759	20.9%
German	349	4.2%
French	232	2.8%
Italian	209	2.5%
Spanish	172	2.0%
Estonian	125	1.5%
Chinese	116	1.4%
Greek	115	1.4%
Other values (30)	764	9.1%

Frequencies of value counts

Unique

Unique	1 ?
Unique (%)	< 0.1%

Histogram of lengths of the category

Length

Max length	10
Median length	7
Mean length	6.543594624
Min length	4

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Count
Matrix

First rows

	track id	chroma_stft	rmse	spectral_centroid	spectral_bandwidth	rolloff	zero_crossing_rate	mfcc1	mfcc2	mfcc3	mfcc4	mfcc5	mfcc6	mfcc7	mfcc8	mfcc9	mfcc10	mfcc11	mfcc12	mfcc13	mfcc14	mfcc15	mfcc16	mfcc17	mfcc18	mfcc19	mfcc20	genre	amazement	solemnity	tenderness	nostalgia	calmness	sadness	mood	liked	disliked	age	gender	mother tongue
0	1	0.168761	0.084875	1250.061078	1383.643005	1891.738561	0.074272	-320.786858	109.852414	-13.965514	-2.775936	-18.244811	-3.779134	0.438928	4.925537	-2.122254	-7.095555	-8.857216	-3.920455	1.439764	4.458436	-4.053568	-9.239815	-10.018515	-12.220919	-13.596617	-10.995719	classical	0	0	0	0	0	1	3	0	0	30	0	English
1	1	0.168761	0.084875	1250.061078	1383.643005	1891.738561	0.074272	-320.786858	109.852414	-13.965514	-2.775936	-18.244811	-3.779134	0.438928	4.925537	-2.122254	-7.095555	-8.857216	-3.920455	1.439764	4.458436	-4.053568	-9.239815	-10.018515	-12.220919	-13.596617	-10.995719	classical	0	0	1	1	0	1	1	1	0	33	0	Russian
2	1	0.168761	0.084875	1250.061078	1383.643005	1891.738561	0.074272	-320.786858	109.852414	-13.965514	-2.775936	-18.244811	-3.779134	0.438928	4.925537	-2.122254	-7.095555	-8.857216	-3.920455	1.439764	4.458436	-4.053568	-9.239815	-10.018515	-12.220919	-13.596617	-10.995719	classical	0	1	0	0	1	1	4	0	1	51	0	English
3	1	0.168761	0.084875	1250.061078	1383.643005	1891.738561	0.074272	-320.786858	109.852414	-13.965514	-2.775936	-18.244811	-3.779134	0.438928	4.925537	-2.122254	-7.095555	-8.857216	-3.920455	1.439764	4.458436	-4.053568	-9.239815	-10.018515	-12.220919	-13.596617	-10.995719	classical	1	1	0	0	1	0	3	0	0	21	1	English
4	1	0.168761	0.084875	1250.061078	1383.643005	1891.738561	0.074272	-320.786858	109.852414	-13.965514	-2.775936	-18.244811	-3.779134	0.438928	4.925537	-2.122254	-7.095555	-8.857216	-3.920455	1.439764	4.458436	-4.053568	-9.239815	-10.018515	-12.220919	-13.596617	-10.995719	classical	0	1	0	1	0	1	3	0	0	60	1	English
5	1	0.168761	0.084875	1250.061078	1383.643005	1891.738561	0.074272	-320.786858	109.852414	-13.965514	-2.775936	-18.244811	-3.779134	0.438928	4.925537	-2.122254	-7.095555	-8.857216	-3.920455	1.439764	4.458436	-4.053568	-9.239815	-10.018515	-12.220919	-13.596617	-10.995719	classical	1	0	1	0	1	0	4	1	0	21	0	English
6	1	0.168761	0.084875	1250.061078	1383.643005	1891.738561	0.074272	-320.786858	109.852414	-13.965514	-2.775936	-18.244811	-3.779134	0.438928	4.925537	-2.122254	-7.095555	-8.857216	-3.920455	1.439764	4.458436	-4.053568	-9.239815	-10.018515	-12.220919	-13.596617	-10.995719	classical	0	0	0	0	1	0	4	0	0	46	1	French
7	1	0.168761	0.084875	1250.061078	1383.643005	1891.738561	0.074272	-320.786858	109.852414	-13.965514	-2.775936	-18.244811	-3.779134	0.438928	4.925537	-2.122254	-7.095555	-8.857216	-3.920455	1.439764	4.458436	-4.053568	-9.239815	-10.018515	-12.220919	-13.596617	-10.995719	classical	0	0	0	0	0	1	4	0	1	25	1	English
8	1	0.168761	0.084875	1250.061078	1383.643005	1891.738561	0.074272	-320.786858	109.852414	-13.965514	-2.775936	-18.244811	-3.779134	0.438928	4.925537	-2.122254	-7.095555	-8.857216	-3.920455	1.439764	4.458436	-4.053568	-9.239815	-10.018515	-12.220919	-13.596617	-10.995719	classical	0	0	0	0	1	0	3	0	0	42	1	Tamil
9	1	0.168761	0.084875	1250.061078	1383.643005	1891.738561	0.074272	-320.786858	109.852414	-13.965514	-2.775936	-18.244811	-3.779134	0.438928	4.925537	-2.122254	-7.095555	-8.857216	-3.920455	1.439764	4.458436	-4.053568	-9.239815	-10.018515	-12.220919	-13.596617	-10.995719	classical	0	1	0	0	1	1	4	1	0	28	0	English

Last rows

	track id	chroma_stft	rmse	spectral_centroid	spectral_bandwidth	rolloff	zero_crossing_rate	mfcc1	mfcc2	mfcc3	mfcc4	mfcc5	mfcc6	mfcc7	mfcc8	mfcc9	mfcc10	mfcc11	mfcc12	mfcc13	mfcc14	mfcc15	mfcc16	mfcc17	mfcc18	mfcc19	mfcc20	genre	amazement	solemnity	nostalgia	joyful_activation	tension	sadness	mood	liked	disliked	age	gender	mother tongue
8397	400	0.318092	0.14144	2045.129976	2147.364079	4216.907834	0.095863	-141.756904	101.155735	-8.797929	47.047252	6.739792	-4.537853	0.573251	3.780083	-10.681333	-3.404566	-13.216286	4.018759	-5.900545	-6.457534	-8.267027	-3.835239	-6.679109	-1.013554	-3.802332	-3.065042	pop	0	0	0	0	1	1	3	0	0	46	1	Dutch
8398	400	0.318092	0.14144	2045.129976	2147.364079	4216.907834	0.095863	-141.756904	101.155735	-8.797929	47.047252	6.739792	-4.537853	0.573251	3.780083	-10.681333	-3.404566	-13.216286	4.018759	-5.900545	-6.457534	-8.267027	-3.835239	-6.679109	-1.013554	-3.802332	-3.065042	pop	0	1	1	0	0	0	2	1	0	40	0	Dutch
8399	400	0.318092	0.14144	2045.129976	2147.364079	4216.907834	0.095863	-141.756904	101.155735	-8.797929	47.047252	6.739792	-4.537853	0.573251	3.780083	-10.681333	-3.404566	-13.216286	4.018759	-5.900545	-6.457534	-8.267027	-3.835239	-6.679109	-1.013554	-3.802332	-3.065042	pop	0	0	0	0	0	1	4	0	0	23	0	Dutch
8400	400	0.318092	0.14144	2045.129976	2147.364079	4216.907834	0.095863	-141.756904	101.155735	-8.797929	47.047252	6.739792	-4.537853	0.573251	3.780083	-10.681333	-3.404566	-13.216286	4.018759	-5.900545	-6.457534	-8.267027	-3.835239	-6.679109	-1.013554	-3.802332	-3.065042	pop	0	0	0	0	1	0	3	0	0	18	1	Dutch
8401	400	0.318092	0.14144	2045.129976	2147.364079	4216.907834	0.095863	-141.756904	101.155735	-8.797929	47.047252	6.739792	-4.537853	0.573251	3.780083	-10.681333	-3.404566	-13.216286	4.018759	-5.900545	-6.457534	-8.267027	-3.835239	-6.679109	-1.013554	-3.802332	-3.065042	pop	1	1	0	1	0	0	3	0	0	26	1	Russian
8402	400	0.318092	0.14144	2045.129976	2147.364079	4216.907834	0.095863	-141.756904	101.155735	-8.797929	47.047252	6.739792	-4.537853	0.573251	3.780083	-10.681333	-3.404566	-13.216286	4.018759	-5.900545	-6.457534	-8.267027	-3.835239	-6.679109	-1.013554	-3.802332	-3.065042	pop	0	0	1	1	0	1	3	0	1	29	0	Russian
8403	400	0.318092	0.14144	2045.129976	2147.364079	4216.907834	0.095863	-141.756904	101.155735	-8.797929	47.047252	6.739792	-4.537853	0.573251	3.780083	-10.681333	-3.404566	-13.216286	4.018759	-5.900545	-6.457534	-8.267027	-3.835239	-6.679109	-1.013554	-3.802332	-3.065042	pop	1	0	0	1	1	0	5	0	0	39	1	French
8404	400	0.318092	0.14144	2045.129976	2147.364079	4216.907834	0.095863	-141.756904	101.155735	-8.797929	47.047252	6.739792	-4.537853	0.573251	3.780083	-10.681333	-3.404566	-13.216286	4.018759	-5.900545	-6.457534	-8.267027	-3.835239	-6.679109	-1.013554	-3.802332	-3.065042	pop	1	0	0	0	1	0	4	0	1	18	1	Russian
8405	400	0.318092	0.14144	2045.129976	2147.364079	4216.907834	0.095863	-141.756904	101.155735	-8.797929	47.047252	6.739792	-4.537853	0.573251	3.780083	-10.681333	-3.404566	-13.216286	4.018759	-5.900545	-6.457534	-8.267027	-3.835239	-6.679109	-1.013554	-3.802332	-3.065042	pop	0	0	0	0	1	0	3	0	0	18	1	Dutch
8406	400	0.318092	0.14144	2045.129976	2147.364079	4216.907834	0.095863	-141.756904	101.155735	-8.797929	47.047252	6.739792	-4.537853	0.573251	3.780083	-10.681333	-3.404566	-13.216286	4.018759	-5.900545	-6.457534	-8.267027	-3.835239	-6.679109	-1.013554	-3.802332	-3.065042	pop	0	0	0	0	1	0	4	0	1	34	1	Polish

Most frequent

	track id	chroma_stft	rmse	spectral_centroid	spectral_bandwidth	rolloff	zero_crossing_rate	mfcc1	mfcc2	mfcc3	mfcc4	mfcc5	mfcc6	mfcc7	mfcc8	mfcc9	mfcc10	mfcc11	mfcc12	mfcc13	mfcc14	mfcc15	mfcc16	mfcc17	mfcc18	mfcc19	mfcc20	genre	solemnity	tenderness	nostalgia	calmness	joyful_activation	sadness	mood	liked	age	gender	mother tongue	count
69	370	0.238270	0.112093	852.253586	1020.356961	1308.475421	0.056628	-295.095348	186.128779	26.190050	-15.915232	-12.929363	-4.031503	-10.063335	-6.985560	-7.204844	-5.761327	-4.477574	1.298881	0.791856	0.555472	-2.047971	0.192900	-1.249564	-0.083992	-6.505401	-8.783524	pop	0	0	1	0	0	1	5	0	23	1	Russian	21
19	69	0.320556	0.086773	2315.475202	2532.907973	5259.159865	0.113696	-143.275649	91.379302	9.470128	26.210430	-4.042345	1.244990	-12.534719	2.120703	-6.260362	-2.070877	-4.357046	4.156071	-2.109433	1.386813	-5.578647	3.467104	-0.369888	1.077381	-3.588337	0.818847	classical	0	1	1	1	0	0	4	0	18	0	Dutch	20
40	176	0.277453	0.088543	1575.557239	2040.707504	3265.896918	0.062859	-213.225444	114.857643	11.607666	33.080841	5.005886	9.469795	-5.287036	-4.000960	-12.130541	3.569735	-4.520965	-5.090917	-11.874747	-5.105884	-4.848087	0.799042	-6.536087	-1.885112	-7.241581	-6.844628	rock	0	0	0	0	0	1	4	0	23	1	German	16
62	328	0.292965	0.091636	1416.010481	1563.153191	2685.533761	0.081296	-231.629581	140.118655	-21.518985	21.811099	-6.107851	-6.517462	-2.684647	-8.808135	-12.813968	-2.283399	-5.072512	1.205353	-0.602346	1.604617	1.039892	4.376692	-0.439243	2.667211	0.678267	0.688453	pop	0	0	0	0	1	0	4	0	47	1	English	5
10	31	0.182720	0.073763	1640.639557	2076.268676	2823.332928	0.066963	-337.374246	110.962300	20.686620	0.876111	-0.421356	-17.578735	0.310036	-9.292893	-15.420591	-2.043673	-20.568295	-10.924746	-17.308663	1.627166	-2.542975	7.938262	7.664960	5.698972	0.282717	1.390309	classical	0	0	1	0	0	1	3	0	55	0	Dutch	4
41	176	0.277453	0.088543	1575.557239	2040.707504	3265.896918	0.062859	-213.225444	114.857643	11.607666	33.080841	5.005886	9.469795	-5.287036	-4.000960	-12.130541	3.569735	-4.520965	-5.090917	-11.874747	-5.105884	-4.848087	0.799042	-6.536087	-1.885112	-7.241581	-6.844628	rock	0	0	1	0	0	1	4	0	23	1	German	4
44	194	0.368616	0.173257	3087.166568	3064.003952	6905.124912	0.132565	-77.275642	68.973504	36.436431	26.270847	12.890048	13.458189	-1.088586	6.541993	-4.402690	3.285315	-2.509402	6.084906	-4.791625	1.729734	-4.007808	2.544578	-4.724257	1.887668	-5.569404	-5.141646	rock	0	1	0	0	1	0	4	1	47	1	English	4
0	2	0.200617	0.107580	671.201274	902.189065	871.928061	0.045489	-298.679760	196.448488	26.407115	8.119521	-8.218033	-10.862897	-3.985412	-13.045895	-14.361537	-12.279221	-9.833323	0.961105	1.787113	-3.173315	-2.788039	-0.843225	1.505730	0.294360	-4.178070	-4.717073	classical	0	1	0	0	0	0	5	0	34	1	Portuguese	3
9	28	0.240024	0.062021	1225.412613	1467.524739	2323.702616	0.067118	-266.969551	148.793255	-16.431009	24.255504	-5.690889	-3.786379	-4.457401	-1.839355	-7.147409	-0.810402	-5.946497	-7.179252	-9.178372	-5.803986	-2.342108	7.891283	7.579784	-0.344220	-4.068920	1.934935	classical	0	1	0	0	0	0	4	1	35	0	Russian	3
13	41	0.223856	0.075061	1542.039449	1824.844581	2915.374038	0.072749	-220.466443	124.224920	-15.948957	5.219765	-8.942631	-6.444714	-19.982060	1.477629	-9.974335	-1.931727	-11.131323	-2.292451	-1.917045	0.032563	-4.561760	-0.490709	-2.472151	-3.283068	-5.234386	-1.736147	classical	1	0	0	1	0	0	3	1	17	1	Russian	3

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Cramér's V (φc)

Missing values

Sample

First rows

Last rows

Duplicate rows

Most frequent